loop-detection

Analyze loop termination logic and add exit guards to prevent infinite loops.

44|9|Updated May 7, 2026

Search Tags:#timeouts #infinite loops #retry backoff #iteration limits #loop monitoring #termination conditions

Ready to run

npx skills add https://github.com/Omar-Obando/qwen-orchestrator --skill loop-detection

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: loop-detection
Source: https://github.com/Omar-Obando/qwen-orchestrator/tree/main/skills/loop-detection
Command: npx skills add https://github.com/Omar-Obando/qwen-orchestrator --skill loop-detection

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Infinite loops can freeze systems, exhaust resources, and cause production outages when loop termination is unclear or progress is not guaranteed.

Core Features & Use Cases

Detect Loop Risks: Identify missing termination conditions, stale loop variables, always-true conditions, and problematic nested loop behavior.
Enforce Exit Strategies: Add counter-based, condition-based, timeout-based, state-based, and resource-based safeguards to guarantee termination.
Add Runtime Monitoring: Implement loop health checks using iteration counts, duration thresholds, progress/stagnation detection, and alerting patterns.

Use case: When refactoring a long-running task (e.g., data ingestion, retry workflows, or polling APIs), apply loop detection and safety mechanisms to stop unbounded retries and surface clear failure modes instead of hanging indefinitely.

Quick Start

Use the loop-detection skill to review a proposed loop and rewrite it with a termination strategy, timeout/iteration limit, and progress monitoring.

Frequently Asked Questions about loop-detection

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I prevent infinite loops in while and for loop structures?▼

Prevent infinite loops by adding explicit termination conditions such as counter-based limits, timeout guards, and state checks to ensure safe execution. This skill analyzes loop logic and runtime progress guarantees to enforce these exit strategies.

What causes an infinite loop in retry and polling patterns?▼

Infinite loops in retry and polling patterns occur when exit behavior fails due to missing termination conditions, stale loop variables, or always-true conditions. Unbounded retries without backoff or iteration limits can hang systems indefinitely.

How do I add loop health monitoring to long-running data ingestion tasks?▼

Add loop health monitoring by implementing iteration counts, duration thresholds, and progress or stagnation detection signals. These runtime checks surface clear failure modes and stop unbounded execution during long-running data ingestion tasks.

How do I enforce exit strategies for problematic nested loops?▼

Enforce exit strategies for nested loops by applying condition-based, timeout-based, and resource-based safeguards to guarantee termination. This skill detects problematic nested loop behavior and rewrites loops with explicit iteration limits.

What are the best safeguards to stop unbounded API polling?▼

The best safeguards to stop unbounded API polling are timeout-based guards, iteration limits, and retry backoff strategies. These mechanisms require explicit exit strategies to prevent resource exhaustion and production outages.